Development & Optimization

A fireside chat with Kaggle Grandmasters.

Apr 29, 2025

Kaggle Grandmasters Unveil Winning Strategies for Data Science Superpowers

Kaggle Grandmasters David Austin and Chris Deotte from NVIDIA and Ruchi Bhatia from HP joined Brenda Flynn from Kaggle at this year’s Google Cloud Next...

9 MIN READ

Apr 23, 2025

Real-Time GPU-Accelerated Gaussian Splatting with NVIDIA DesignWorks Sample vk_gaussian_splatting

Gaussian splatting is a novel approach to rendering complex 3D scenes by representing them as a collection of anisotropic Gaussians in 3D space. This technique...

3 MIN READ

Apr 23, 2025

NVIDIA cuPyNumeric 25.03 Now Fully Open Source with PIP and HDF5 Support

NVIDIA cuPyNumeric is a library that aims to provide a distributed and accelerated drop-in replacement for NumPy built on top of the Legate framework. It brings...

4 MIN READ

Apr 21, 2025

Optimizing Transformer-Based Diffusion Models for Video Generation with NVIDIA TensorRT

State-of-the-art image diffusion models take tens of seconds to process a single image. This makes video diffusion even more challenging, requiring significant...

8 MIN READ

Apr 16, 2025

Announcing ComputeEval, an Open-Source Framework for Evaluating LLMs on CUDA

Large language models (LLMs) are revolutionizing how developers code and how they learn to code. For seasoned or junior developers alike, today’s...

4 MIN READ

Apr 03, 2025

Accelerating Apache Parquet Scans on Apache Spark with GPUs

As data sizes have grown in enterprises across industries, Apache Parquet has become a prominent format for storing data. Apache Parquet is a columnar storage...

8 MIN READ

Apr 02, 2025

NVIDIA Blackwell Delivers Massive Performance Leaps in MLPerf Inference v5.0

The compute demands for large language model (LLM) inference are growing rapidly, fueled by the combination of growing model sizes, real-time latency...

10 MIN READ

Mar 25, 2025

Automating AI Factories with NVIDIA Mission Control

Advanced AI models such as DeepSeek-R1 are proving that enterprises can now build cutting-edge AI models specialized with their own data and expertise. These...

7 MIN READ

Mar 20, 2025

NVIDIA Demonstrates GeForce NOW for Game AI Inference and Streamlined Hands-on Opportunities

NVIDIA cloud gaming service GeForce NOW is providing developers and publishers with new tools to bring their games to more gamers—and offer new experiences...

5 MIN READ

Mar 18, 2025

Introducing NVIDIA Dynamo, A Low-Latency Distributed Inference Framework for Scaling Reasoning AI Models

NVIDIA announced the release of NVIDIA Dynamo today at GTC 2025. NVIDIA Dynamo is a high-throughput, low-latency open-source inference serving framework for...

14 MIN READ

Mar 12, 2025

Understanding PTX, the Assembly Language of CUDA GPU Computing

Parallel thread execution (PTX) is a virtual machine instruction set architecture that has been part of CUDA from its beginning. You can think of PTX as the...

13 MIN READ

A person typing in front of several computer monitors.

Mar 10, 2025

Optimizing Compile Times for CUDA C++

In modern software development, time is an incredibly valuable resource, especially during the compilation process. For developers working with CUDA C++ on...

10 MIN READ

Image shows cloud-based GPU clusters dedicated to AI training.

Mar 10, 2025

Ensuring Reliable Model Training on NVIDIA DGX Cloud

Training AI models on massive GPU clusters presents significant challenges for model builders. Because manual intervention becomes impractical as job scale...

8 MIN READ

Feb 25, 2025

NVIDIA cuDSS Advances Solver Technologies for Engineering and Scientific Computing

NVIDIA cuDSS is a first-generation sparse direct solver library designed to accelerate engineering and scientific computing. cuDSS is increasingly adopted in...

12 MIN READ

Feb 20, 2025

Transforming Product Design Workflows in Manufacturing with Generative AI

Traditional design and engineering workflows in the manufacturing industry have long been characterized by a sequential, iterative approach that is often...

7 MIN READ

Mixture of experts icons for attention kernels.

Feb 12, 2025

Automating GPU Kernel Generation with DeepSeek-R1 and Inference Time Scaling

As AI models extend their capabilities to solve more sophisticated challenges, a new scaling law known as test-time scaling or inference-time scaling is...

6 MIN READ